Best LLMs by task
The frontier model rarely wins on price, and the cheapest rarely wins on quality. Pick a job and see the full field ranked three ways — quality, value and cost — priced at a realistic monthly volume by the same engine the app uses.
Coding & code review
Code generation, refactors, reviews, debugging.
Agents & tool use
Multi-step agents, tool calling, long-horizon workflows.
Reasoning & analysis
Hard problems, math, research analysis, planning.
Writing & content
Marketing copy, docs, blogs, editing.
Chat & support
Assistants, customer support, conversational UX.
Classification & routing
Labeling, intent detection, moderation, routing.
Data extraction
Structured output from documents, parsing, ETL.
Summarization
Docs, threads, transcripts, meeting notes.
Translation
Language translation and localization.
Vision & multimodal
Image understanding, OCR, screenshots, PDFs.
General / other
Everything that doesn't fit a category.
Have your own token volumes?
The free estimator prices any prompt shape across every model, and the app weaves a full decision map from your real usage.
Prices are list $/1M tokens, hand-maintained from public provider pricing. Quality scores are benchmark-informed 0-100 estimates, not evals. Not affiliated with any model provider. Provider names denote OpenAI, Anthropic and others purely for identification.